Ioannis Antonoglou
7 papers · 2018–2022 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4) π Cross-Pollinator (13)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(12)
Conferences
ICML (4)
EMNLP (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
monte carlo tree search
(4)
model-based reinforcement learning
(3)
offline reinforcement learning
(1)
policy optimization
(1)
gradient-based optimization
(1)
model-based learning
(1)
vector quantization
(1)
value function
(1)
policy iteration
(1)
continuous control
(1)
partial observability
(1)
monte-carlo tree search
(1)
partially observable environment
(1)
latent variable
(1)
planning algorithm
(1)
action space
(1)
beam search
(1)
latent planning
(1)
alpha zero
(1)
sampled policy iteration
(1)
Papers
Planning in Stochastic Environments with a Learned Model
ICLR 2022
Vector Quantized Models for Planning
ICML 2021
Machine Translation Decoding beyond Beam Search
EMNLP 2021
Online and Offline Reinforcement Learning by Planning with a Learned Model
NIPS 2021
Learning and Planning in Complex Action Spaces
ICML 2021
Monte-Carlo Tree Search as Regularized Policy Optimization
ICML 2020
Learning to search with MCTSnets
ICML 2018